In this work, as done commonly in the literature [1]}, we consider the robust control problem: finding a policy that maximizes the expected cumulative reward generated by the worst possible adversary (and the policy itself). In other words, we study the following max-min problemWhile this work focuses on the max-min problem, max-max, min-max, and min-min problems can be addressed similarly.:
